Senior MLOps Engineer x 2
22 hours ago
We are seeking a highly skilled
Senior MLOps Engineer
to join our client, a leader in the
Gambling, Wagering, and Entertainment
sector. This is a crucial role focused on transforming experimental ML models into reliable, secure, and continuously running production services that drive customer experience and business
optimisation
.
This initial
6-month contract
, with a high likelihood of a further
6-month extension
, requires an expert capable of delivering immediate impact. The successful candidate will be offered a competitive rate of
$650 - $700 per day
(inclusive of superannuation/on-costs). For the right candidate with the necessary skills and experience, we are pleased to offer
482 visa sponsorship
.
What You'll Do
- Design, build, and govern
the end-to-end MLOps platform and CI/CD pipelines for deploying, testing, and managing production machine learning models at scale. - Operationalise
complex models (e.g., recommendation engines, risk prediction, customer lifetime value) developed in Python (using libraries like
PyTorch and TensorFlow
). - Develop and manage feature stores
and real-time inference services to ensure low-latency model predictions are available for consumer-facing applications. - Collaborate closely with Data Scientists
to implement coding standards, version control, and reproducible experimentation across all models. - Implement robust monitoring, alerting, and drift detection
for models in production, ensuring model fairness, security, and adherence to Responsible AI principles. - Architect data processing pipelines
using distributed computing frameworks (like
Spark
) to prepare large-scale datasets for model training and retraining. - Advise on and implement best practises
in machine learning algorithms, experimental design, statistical modelling, and model interpretability across the data science team. - Translate complex ML solutions
and technical findings into clear business impact and present results to both technical and non-technical stakeholders.
Key Skills and Experience
- Expert proficiency in
Python
and standard ML libraries (
scikit-learn, PyTorch, TensorFlow
) for model development and deployment. - Extensive hands-on experience with modern ML and cloud platforms (e.g.,
Databricks, SageMaker, Azure ML, or Vertex AI
). - Deep practical knowledge of
MLOps practices
including model versioning, automated deployment, monitoring, and continuous retraining. - Familiarity with large-scale data processing and distributed computing frameworks (e.g.,
Spark, Ray, Dask
). - Strong understanding of feature engineering, model interpretability, fairness, and
Responsible AI principles
. - Solid background in statistical modelling and experimental design.
- Experience
architecting
systems on a major public cloud platform (AWS, Azure, or GCP).
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